• DocumentCode
    3547772
  • Title

    CNN wave based computation for robot navigation on ACE16K

  • Author

    Arena, P. ; Fortuna, Luigi ; Frasca, Mattia ; Vagliasindi, G. ; Basile, Agata

  • Author_Institution
    Dipt. di Ingegneria Elettrica, Elettronica e dei Sistemi, Universita degli Studi di Catania, Italy
  • fYear
    2005
  • fDate
    23-26 May 2005
  • Firstpage
    5818
  • Abstract
    The CNN wave based computation is an approach for real time robot navigation in a complex environment based on the idea of considering the environment in which the robot moves as an excitable medium. Obstacles represent the sources of autowave generation. The waveform propagating in the CNN medium provide to the robot all the information to achieve an adaptive motion avoiding the obstacles. In this paper we implement entirely this strategy on the ACE16K CNN-chip.
  • Keywords
    cellular neural nets; collision avoidance; mobile robots; navigation; neural chips; real-time systems; robot vision; ACE16K; ACE16K CNN-chip; CNN wave based computation; adaptive motion; autowave generation; obstacle avoidance; real time robot navigation; robot navigation; Cellular neural networks; Circuits; Computer applications; Computer architecture; Engines; Hardware; Motion planning; Navigation; Robotics and automation; Robots;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
  • Print_ISBN
    0-7803-8834-8
  • Type

    conf

  • DOI
    10.1109/ISCAS.2005.1465961
  • Filename
    1465961